OOD Detection on CIFAR-10 In-Distribution (vs SVHN, CelebA, C100, Tex) benchmark leaderboard · SOTA2 Research

OOD Detection on CIFAR-10 In-Distribution (vs SVHN, CelebA, C100, Tex)

0.951Performance vs SVHNUFCOD

Evaluation Results

Method	Links
UFCOD2026.05		0.951	0.965	0.547	0.883
DiffPath2026.05		0.91	0.897	0.59	0.923
VAEBM2026.05		0.695	0.26	0.48	0.685
MSMA2026.05		0.611	0.535	0.51	0.518
IGEBM2026.05		0.581	0.539	0.503	0.448
DDPM-OOD2026.05		0.085	0.539	0.52	0.396
NLL2026.05		0.046	0.559	0.555	0.579
LMD2026.05		0.046	0.524	0.529	0.586
DoS2026.05		0.04	0.582	0.566	0.571